Dataset statistics
| Number of variables | 17 |
|---|---|
| Number of observations | 17379 |
| Missing cells | 17379 |
| Missing cells (%) | 5.9% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 2.3 MiB |
| Average record size in memory | 136.0 B |
Variable types
| NUM | 10 |
|---|---|
| CAT | 3 |
| BOOL | 3 |
| UNSUPPORTED | 1 |
dteday has a high cardinality: 731 distinct values | High cardinality |
atemp is highly correlated with temp | High correlation |
temp is highly correlated with atemp | High correlation |
cnt is highly correlated with registered | High correlation |
registered is highly correlated with cnt | High correlation |
instant has 17379 (100.0%) missing values | Missing |
dteday is uniformly distributed | Uniform |
instant is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
hr has 726 (4.2%) zeros | Zeros |
weekday has 2502 (14.4%) zeros | Zeros |
windspeed has 2180 (12.5%) zeros | Zeros |
casual has 1581 (9.1%) zeros | Zeros |
Reproduction
| Analysis started | 2020-11-22 22:16:19.406471 |
|---|---|
| Analysis finished | 2020-11-22 22:16:52.947906 |
| Duration | 33.54 seconds |
| Software version | pandas-profiling v2.9.0 |
| Download configuration | config.yaml |
| Distinct | 731 |
|---|---|
| Distinct (%) | 4.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 135.8 KiB |
| 2012-12-12 | 24 |
|---|---|
| 2012-05-04 | 24 |
| 2011-06-30 | 24 |
| 2011-06-02 | 24 |
| 2012-06-29 | 24 |
| Other values (726) |
| Value | Count | Frequency (%) | |
| 2012-12-12 | 24 | 0.1% | |
| 2012-05-04 | 24 | 0.1% | |
| 2011-06-30 | 24 | 0.1% | |
| 2011-06-02 | 24 | 0.1% | |
| 2012-06-29 | 24 | 0.1% | |
| 2011-05-03 | 24 | 0.1% | |
| 2011-12-04 | 24 | 0.1% | |
| 2011-06-24 | 24 | 0.1% | |
| 2012-01-05 | 24 | 0.1% | |
| 2012-08-10 | 24 | 0.1% | |
| Other values (721) | 17139 | 98.6% |